Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-02-16 0.221054 0.246116 0.273921 0.307258 0.346406 0.391248 0.446978
2025-02-23 0.180143 0.213530 0.253995 0.307499 0.377708 0.468668 0.598877
2025-03-02 0.149532 0.184515 0.229444 0.292967 0.383243 0.511657 0.717803
2025-03-09 0.132233 0.168403 0.217056 0.289748 0.400340 0.571339 0.877263
2025-03-16 0.120120 0.156990 0.208526 0.289238 0.419622 0.637229 1.069495
2025-03-23 0.111121 0.148501 0.202525 0.290753 0.441325 0.711527 1.307535
2025-03-30 0.099854 0.135433 0.188017 0.276385 0.433085 0.729344 1.436448
2025-04-06 0.091026 0.125083 0.176429 0.264966 0.427585 0.750491 1.582935
2025-04-13 0.083990 0.116794 0.167162 0.256113 0.424997 0.776605 1.755869
2025-04-20 0.080791 0.114078 0.166408 0.261769 0.451038 0.871601 2.180855
2025-04-27 0.078757 0.112967 0.168078 0.271876 0.487960 1.004151 2.836679
2025-05-04 0.076736 0.111673 0.169249 0.281123 0.525006 1.151357 3.710235
2025-05-11 0.074712 0.110304 0.170306 0.290646 0.565868 1.330104 5.005271
2025-05-18 0.071288 0.106362 0.166486 0.289957 0.582830 1.447630 6.222475
2025-05-25 0.066370 0.099568 0.156977 0.276347 0.565073 1.446772 6.718658
2025-06-01 0.063327 0.095799 0.152706 0.273332 0.574114 1.543166 8.166121
2025-06-08 0.060876 0.092891 0.149786 0.272852 0.589870 1.673125 10.339756
2025-06-15 0.058858 0.090607 0.147839 0.274248 0.611199 1.838174 13.648410
2025-06-22 0.055266 0.085334 0.139801 0.260974 0.587843 1.805377 14.374951
2025-06-29 0.052234 0.080926 0.133188 0.250412 0.570952 1.796524 15.554953
2025-07-06 0.049672 0.077250 0.127795 0.242213 0.559944 1.811820 17.353507
2025-07-13 0.048756 0.076501 0.128093 0.247451 0.591347 2.049872 25.748262
2025-07-20 0.048303 0.076564 0.130001 0.256805 0.638529 2.411915 44.876965